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Network with non-trivial topological features
context of network theory, a complex network is a graph (network) with non-trivial topological features—features that do not occur in simple networks such as
Complex_network
American media and entertainment company
Complex Networks is an American media and entertainment company for youth culture, based in New York City. It was founded as a bi-monthly magazine, Complex
Complex_Networks
Network that allows computers to share resources and communicate with each other
Dartmouth to his Complex Number Calculator at Bell Labs in New York. Today, almost all computers are connected to a computer network, such as the global
Computer_network
Conceptual model to generate insight into climate science
of complex networks has emerged as an important area of science to generate novel insights into nature of complex systems The application of network theory
Climate_as_complex_networks
Study of graphs as a representation of relations between discrete objects
game Quantum complex network Dual-phase evolution Network partition Network science Network theory in risk assessment Network topology Network analyzer Seven
Network_theory
Notion in network science of quantum information networks
Quantum complex networks are complex networks whose nodes are quantum computing devices. Quantum mechanics has been used to create secure quantum communications
Quantum_complex_network
Network whose degree distribution follows a power law
scale-free network is a network whose degree distribution follows a power law, at least asymptotically. That is, the fraction P(k) of nodes in the network having
Scale-free_network
System composed of many interacting components
such a system as a network (graph) where the nodes represent the components and links represent their interactions. The term complex systems often refers
Complex_system
Ability of a complex network to withstand failures and perturbations
is a critical attribute of many complex systems including complex networks. The study of robustness in complex networks is important for many fields. In
Robustness of complex networks
Robustness_of_complex_networks
Social structure made up of a set of social actors
sciences. Together with other complex networks, it forms part of the nascent field of network science. The social network is a theoretical construct useful
Social_network
Graph where most nodes are reachable in a small number of steps
Small-world network example Hubs are bigger than other nodes A small-world network is a graph characterized by a high clustering coefficient and low distances
Small-world_network
Academic field
Network science is an academic field which studies complex networks such as telecommunication networks, computer networks, biological networks, cognitive
Network_science
Complex network of nerves located in the upper abdomen
known as the solar plexus because of its radiating nerve fibers, is a complex network of nerves located in the abdomen, near where the celiac trunk, superior
Celiac_plexus
Analysis of social structures using network and graph theory
scientists have used the concept of "social networks" since early in the 20th century to connote complex sets of relationships between members of social
Social_network_analysis
Structure in biology and artificial intelligence
together in a network can perform complex tasks. There are two main types of neural networks. In neuroscience, a biological neural network is a physical
Neural_network
Academic journal
The Journal of Complex Networks is a peer reviewed academic journal of complex networks. It is published by Oxford University Press. The journal was established
Journal_of_Complex_Networks
Network for communications over distance
A telecommunications network is a group of nodes interconnected by telecommunications links that are used to exchange messages between the nodes. The
Telecommunications_network
Topics referred to by the same term
objects Network science, an academic field that studies complex networks Networks, a graph with attributes studied in network theory Scale-free network, a
Network
Cell organelle that packages proteins for export
The Golgi apparatus (/ˈɡɒldʒi/), also known as the Golgi complex, Golgi body, or simply the Golgi, is an organelle found in most eukaryotic cells. Part
Golgi_apparatus
in the study of complex networks, present in both natural and artificial systems such as computer systems, brain and social networks, allowing further
Fractal_dimension_on_networks
Method of representing systems
A biological network is a method of representing systems as complex sets of binary interactions or relations between various biological entities. In general
Biological_network
Complex network which connects several biologically relevant entities
A biological system is a complex network which connects several biologically relevant entities. Biological organization spans several scales and is determined
Biological_system
American comedian, actor, and influencer (born 1994)
2021). "Real Friends: How Druski and Rosetta Became Unstoppable". Complex Networks. Rose, Jordan (October 6, 2021). "Drake Jokes That Things Have Gone
Druski
Different definitions have been given for the dimension of a complex network or graph. For example, metric dimension is defined in terms of the resolving
Complex_network_zeta_function
System whose behavior is not automatically predictable from its parts
A complex adaptive system (CAS) is a system that is complex in that it is a dynamic network of interactions, but the behavior of the ensemble may not
Complex_adaptive_system
Computer providing a central resource or service
resources, or services to other computers called "clients" on a computer network. This architecture is called the client–server model. Servers can provide
Server_(computing)
Topics referred to by the same term
by Be'O and Zico, 2022 Complex Networks, publisher of the now-only-online magazine Complex Protein–ligand complex, a complex of a protein bound with
Complex
Measure of network community structure
structure of networks or graphs which measures the strength of division of a network into modules (also called groups, clusters or communities). Networks with
Modularity_(networks)
Mental process dealing with knowledge
how computers execute algorithms. Connectionism models the mind as a complex network of nodes where information flows as they communicate with each other
Cognition
Knowledge base that represents semantic relations between concepts in a network
A semantic network, or frame network is a knowledge base that represents semantic relations between concepts in a network. This is often used as a form
Semantic_network
Austrian-British businessman
Allana. "Pornhub is owned by a mysterious businessman through a 'complex network of subsidiaries' that have kept his identity a secret until now, according
Bernd_Bergmair
Transportation in the Australian state of Tasmania is a complex network. As the only island state of Australia, Tasmania depends significantly on ferries
Transport_in_Tasmania
Graph generated by a random process
areas in which complex networks need to be modeled – many random graph models are thus known, mirroring the diverse types of complex networks encountered
Random_graph
notable individuals who research complex networks, including social networks, biological networks, and semantic networks, among others. Individuals are
List_of_network_scientists
Hungarian-American physicist (born 1967)
that complex networks could be adequately modeled as random networks. He is particularly renowned for his 1999 discovery of scale-free networks. In 1999
Albert-László_Barabási
American influencer and streamer (born 2005)
Hitting 100,000 YouTube Subscribers: 'Congratulations, Bro'". Complex. Complex Networks. Archived from the original on May 13, 2025. Retrieved February
IShowSpeed
Arrangement of a communication network
Network topology is the arrangement of the elements (links, nodes, etc.) of a communication network. Network topology can be used to define or describe
Network_topology
American television evangelist (1935–2025)
married to Minnie Herron's sister, Mamie. The extended family had a complex network of familial interrelationships; "cousins and in-laws and other relatives
Jimmy_Swaggart
Underground animal home dug in soft dirt
range in complexity from a simple tube a few centimeters long to a complex network of interconnecting tunnels and chambers hundreds or thousands of meters
Burrow
Loss of electric power to an area
significantly reduced by any of the above-mentioned mitigation measures. A complex network-based model to control large cascading failures (blackouts) using local
Power_outage
Assemblage of connected electrical elements
network that contains active electronic components is known as an electronic circuit. Such networks are generally nonlinear and require more complex design
Electrical_network
Topics referred to by the same term
multiple services and devices HMS Graph, a submarine of the UK Royal Navy Complex network Graf Graff (disambiguation) Graph database Grapheme, in linguistics
Graph
Theory on how and why new ideas spread
innovations. Complex network models can also be used to investigate the spread of innovations among individuals connected to each other by a network of peer-to-peer
Diffusion_of_innovations
Canadian record label
With Drake's Career". Complex Networks. Retrieved August 11, 2016. "Drake Opens Flagship OVO Store in Totonto". Fashion Network. Ori, Ryan (July 17, 2019)
OVO_Sound
Tidal island in northeast England
Castle, several lighthouses and other navigational markers, and a complex network of lime kilns. The island is part of the Northumberland Coast National
Lindisfarne
American rapper (born 1984)
October 2021 via Prime Video. The film was produced by Mad Solar, Complex Networks and Film 45, set for release in November 2021, and billed as a look
Kid_Cudi
Canadian singer-songwriter (born 1990)
(August 30, 2016). "The Weeknd Now Holds Two Guinness World Records". Complex Networks. Archived from the original on May 23, 2021. Retrieved May 23, 2021
The_Weeknd
2002 anime television series
BD". Anime News Network. Ghost in the Shell: Stand Alone Complex official website (in Japanese) Production I.G's Stand Alone Complex website Manga Entertainment
Ghost in the Shell: Stand Alone Complex
Ghost_in_the_Shell:_Stand_Alone_Complex
Concept in graph theory
In the study of complex networks, a network is said to have community structure if the nodes of the network can be easily grouped into (potentially overlapping)
Community_structure
Type of sub-graph
structural design principles of complex networks. Although network motifs may provide a deep insight into the network's functional abilities, their detection
Network_motif
Japanese artistic concept
Looking Sideways, page 370 Derrick de Kerckhove described ma as "the complex network of relationships between people and objects". Liminality Maai Mu Negative
Ma_(negative_space)
Spanish statistical physicist
Sales-Pardo (born 1976) is a Spanish statistical physicist, complex systems scientist, and network scientist. She is an associate professor at Rovira i Virgili
Marta_Sales-Pardo
Network software emulator
allows the combination of virtual and real devices, used to simulate complex networks. It uses Dynamips emulation software to simulate Cisco IOS. GNS3 is
Graphical_Network_Simulator-3
1966 book by French philosopher Michel Foucault
sciences begins with detailed, forensic analyses and discussion of the complex networks of sightlines, hidden-ness, and representation that exist in the group
The_Order_of_Things
Measure of connection disorder in a network
relevant metric to quantitatively characterize real complex networks and can also be used to quantify network complexity According to a 2018 publication by
Network_entropy
Object Management Group standard
transportation systems, and other applications. DDS is a networking middleware that simplifies complex network programming. It implements a publish–subscribe pattern
Data_Distribution_Service
Exactly solvable model of coupled oscillators
original model, which has an all-to-all topology, a sufficiently dense complex network-like topology is amenable to the mean-field treatment used in the solution
Kuramoto_model
Type of artificial neural network
steady-state, and such circuits assembled into complex networks. Alex Nugent describes a physical neural network as one or more nonlinear neuron-like nodes
Physical_neural_network
Subfield of network science
of interdependent networks is a subfield of network science dealing with phenomena caused by the interactions between complex networks. Though there may
Interdependent_networks
Mathematical theory on behavior of connected clusters in a random graph
(2021-04-25). "Percolation on complex networks: Theory and application". Physics Reports. Percolation on complex networks: Theory and application. 907:
Percolation_theory
Least-weight tree connecting graph vertices
; Rocha, Luis M. (2021), "The distance backbone of complex networks", Journal of Complex Networks, 9 (6) cnab021, arXiv:2103.04668, doi:10.1093/comnet/cnab021
Minimum_spanning_tree
Topics referred to by the same term
Wiktionary, the free dictionary. The celiac plexus (or solar plexus) is a complex network of nerves located in the abdomen. Solar plexus or Solar Plexus may
Solar_Plexus
Japanese television network
secondary affiliations with other stations. Chukyo Television in the complex network era and Mainichi Broadcasting in the era before the affiliation change
TX_Network
Spatial analysis tools for geographic networks
A transport network, or transportation network, is a network or graph in geographic space, describing an infrastructure that permits and constrains movement
Transport_network_analysis
Adjusting input/output impedances of an electrical circuit for some purpose
wide bandwidth applications, a more complex network must be designed. If a lossless reciprocal two-port network matches a load impedance Z L = R L +
Impedance_matching
Evolution of the basic supply chain
more complex structure involving a higher level of interdependence and connectivity between more organizations, this constitutes a supply-chain network. A
Supply_chain_network
Jamaican-American media personality
rapper Joe Budden began co-hosting Everyday Struggle, a daily show by Complex Networks, in 2017. He also hosts the podcast Off the Record with DJ Akademiks
DJ_Akademiks
Multiple interactions and regulation of life forms with their environment
complies with an operator type that is at least as complex as the cell. Life can be modelled as a network of inferior negative feedbacks of regulatory mechanisms
Living_systems
Topics referred to by the same term
(disambiguation) Systems theory Systems thinking Complex adaptive system, a special case of complex systems Complex network This disambiguation page lists science
Complexity_theory
Deep-space communications complex in Spain
in support of NASA. The complex forms one of the three sites of NASA's Deep Space Network (DSN), together with the complexes at Goldstone, California
Madrid Deep Space Communications Complex
Madrid_Deep_Space_Communications_Complex
Network representing spatial objects
Analytic Software Cascading failure – Systemic risk of failure Complex network – Network with non-trivial topological features Planar graphs – Graph that
Spatial_network
tools and principles of network theory, the organizing principles can be analyzed by representing systems as complex networks, which are collections of
Network_medicine
Type of computer network design
cases, a complex network with many switches is not required. Flat networks are also generally easier to administer and maintain because less complex switches
Flat_network
deterministic scale-free networks. Ravasz, E. B.; Barabási, A. L. S. (2003). "Hierarchical organization in complex networks". Physical Review E. 67 (2)
Hierarchical_network_model
In complex network theory, the fitness model is a model of the evolution of a network: how the links between nodes change over time depends on the fitness
Fitness model (network theory)
Fitness_model_(network_theory)
Computational problem in graph theory
through a flow network that obtains the maximum possible flow rate. The maximum flow problem can be seen as a special case of more complex network flow problems
Maximum_flow_problem
Network of radio communication facilities run by NASA
antennas at all three DSN Complexes communicate directly with the Deep Space Operations Center (also known as Deep Space Network operations control center)
NASA_Deep_Space_Network
American mathematician (born 1959)
biology and complex network theory. With Duncan Watts, he developed the Watts–Strogatz model to explain how nodes in a small-world network have in average
Steven_Strogatz
Networks with multiple kinds of relations
neuroscience, operations management, and finance. The rapid exploration of complex networks in recent years has been dogged by a lack of standardized naming conventions
Multidimensional_network
Python library for graphs and networks
NetworkX is a Python library for studying graphs and networks. NetworkX is free software released under the BSD-new license. NetworkX began development
NetworkX
Number and type of nodes and alternative paths that exist within a computer network
Robustness of complex networks – Ability of a complex network to withstand failures and perturbations Michael H. Behringer (2009). "Classifying network complexity"
Network_complexity
Model in network science
The Bianconi–Barabási model is a model in network science that explains the growth of complex evolving networks. This model can explain that nodes with
Bianconi–Barabási_model
American rapper and singer (born 1994 or 1995)
Roc Nation Distribution, Shares New Song and Video "Chanel Boy"". Complex Networks. Archived from the original on November 30, 2025. Retrieved November
Lil_Uzi_Vert
Virtualization software
Marionnet is a virtual network laboratory: it allows users to define, configure and run complex computer networks without any need for physical setup.
Marionnet
Concept in military and political science
The expression military–industrial complex (MIC) describes the relationship between a country's military and the defense industry that supplies it, seen
Military–industrial_complex
Theorem in network theory
potentials at the network nodes (Kirchhoff's voltage law, KVL). The Tellegen theorem provides a useful tool to analyze complex network systems including
Tellegen's_theorem
Computational model used in machine learning
neural network (NN) or neural net, is a computational model inspired by the structure and functions of biological neural networks. A neural network consists
Neural network (machine learning)
Neural_network_(machine_learning)
Italian artist, designer and researcher
Northeastern University working with Albert-Laszlo Barabasi at Center for Complex Network Research and with David Lazer and Fellows at the Institute for Quantitative
Mauro_Martino
Ability of a system to resist change without adapting its initial stable configuration
is a critical attribute of many complex systems including complex networks. The study of robustness in complex networks is important for many fields. In
Robustness
Application software
all-in-one software platform for analyzing and visualizing complex network data, based on Social Network Analysis (SNA). Originally released in 2001, it supports
NetMiner
in the area of statistical physics, nonlinear physics, complex systems, and complex networks. List of physics awards "European Physical Society (EPS)"
EPS Statistical and Nonlinear Physics Prize
EPS_Statistical_and_Nonlinear_Physics_Prize
Network whose links change over time
which network features are preserved or lost during randomization. Complex contagion Complex network Epidemic model Directed percolation Dynamic network analysis
Temporal_network
Location from which network management is performed
that oversee complex networking environments that require high availability. NOC personnel are responsible for monitoring one or many networks for certain
Network_operations_center
Increasing value with increasing participation
In economics, a network effect (also called network externality or demand-side economies of scale) is the phenomenon by which the value or utility a user
Network_effect
Mental disorder associated with trauma
Complex post-traumatic stress disorder (C-PTSD, CPTSD, or cPTSD) is a stress-related mental disorder generally occurring in response to complex traumas:
Complex post-traumatic stress disorder
Complex_post-traumatic_stress_disorder
Protocol acknowledgement capability
the network that would allow the use of such standard IEEE 802.3 network interfaces is a subject of current research. Robustness of complex networks – Ability
Reliability (computer networking)
Reliability_(computer_networking)
American rapper (born 1999)
Concert Support Crew Bus Reportedly Shot at After Baltimore Show". Complex Networks. Anderson, Trevor (February 2, 2023). "Trippie Redd's Mansion Sits
Trippie_Redd
Electronic communication subsystem on an integrated circuit
concept of "networks on chip" was proposed in 2002. NoCs improve the scalability of systems-on-chip and the power efficiency of complex SoCs compared
Network_on_a_chip
Number with a real and an imaginary part
In mathematics, a complex number is an element of a number system that extends the real numbers with a specific element denoted i, called the imaginary
Complex_number
Degree of connectedness within a graph
to the rest of the network may at first seem counter-intuitive, it follows directly from the above definitions. Complex networks have heterogeneous topology
Centrality
COMPLEX NETWORK
COMPLEX NETWORK
Boy/Male
Tamil
Complete
Girl/Female
Tamil
Complete
Boy/Male
Indian
Complete
Girl/Female
Tamil
Complete
Girl/Female
Arabic, Muslim
Complex; Zigzag; Curling
Boy/Male
Tamil
Complete
Girl/Female
Hindu, Indian
Complex
Surname or Lastname
English (Yorkshire)
English (Yorkshire) : habitational name from any of various places called Copley, for example in County Durham, Staffordshire, and Yorkshire, from the Old English personal name Coppa (apparently a byname for a tall man) or from copp ‘hilltop’ + lēah ‘woodland clearing’.
Boy/Male
Tamil
Poornan | பூரà¯à®¨à®¾à®¨
Complete
Poornan | பூரà¯à®¨à®¾à®¨
Girl/Female
Muslim
Complex, Zigzag, Curling
Girl/Female
Tamil
Complete
Boy/Male
Indian
Complete
Girl/Female
Tamil
Shesha Harani | ஷேஷ ஹரணீÂ
Complete
Shesha Harani | ஷேஷ ஹரணீÂ
Surname or Lastname
English
English : habitational name, probably from Comley in Shropshire or Combley on the Isle of Wight; both are named with Old English cumb ‘valley’ + lēah ‘woodland clearing’.
Girl/Female
Bengali, Indian
Good Complex
Girl/Female
Tamil
Sompurna | ஸோமபà¯à®°à¯à®¨à®¾
Complete
Sompurna | ஸோமபà¯à®°à¯à®¨à®¾
Surname or Lastname
English
English : habitational name from Coppull in Lancashire, recorded in the 13th century as Cophill, from Old English copp ‘peak’ + hyll ‘hill’.English : nickname from Old French curt peil ‘short hair’.Probably an Americanized spelling of German and Jewish Koppel or German and Dutch Kappel.
Girl/Female
Tamil
Complete
Surname or Lastname
English
English : unexplained.Americanized form of German Koppler.
Boy/Male
Tamil
Complete
COMPLEX NETWORK
COMPLEX NETWORK
Male
Spanish
 Spanish form of Greek ThÅmas, TOMÃS means "twin." Compare with another form of Tomás.
Boy/Male
Hindu
Strong soldier, Powerful and brave
Boy/Male
Hindu, Indian
Grace; Favor
Boy/Male
Sikh
The priceless brave one, Gem of awareness
Girl/Female
Danish, French, German, Greek, Swedish
Pure; Diminutive Form of Katherine
Boy/Male
Hindu, Indian, Sanskrit, Telugu
Good Person; Lord of All
Girl/Female
Tamil
Goddess name
Girl/Female
Afghan, Arabic, Bengali, Celebrity, Gujarati, Hindu, Indian, Muslim, Pashtun, Sindhi, Tamil, Telugu
Flower; Narcissus
Boy/Male
Hindu
Male
English
English surname transferred to forename use, from the Norman French personal name Mauger, MAJOR means "work-spear."
COMPLEX NETWORK
COMPLEX NETWORK
COMPLEX NETWORK
COMPLEX NETWORK
COMPLEX NETWORK
n.
Two taken together; a pair or couple; especially two lines of verse that rhyme with each other.
a.
That which joins or links two things together; a bond or tie; a coupler.
adv.
In a complex manner; not simply.
a.
Complex, complicated.
v. t.
To bring to a state in which there is no deficiency; to perfect; to consummate; to accomplish; to fulfill; to finish; as, to complete a task, or a poem; to complete a course of education.
imp. & p. p.
of Couple
n.
A complex; an aggregate of parts; a complication.
imp. & p. p.
of Comply
imp. & p. p.
of Compile
a.
Finished; ended; concluded; completed; as, the edifice is complete.
n.
One who complies, yields, or obeys; one of an easy, yielding temper.
pl.
of Couple-close
a.
Repeatedly compound; made up of complex constituents.
a.
Not complex; uncompounded; simple.
n.
Composed of two or more parts; composite; not simple; as, a complex being; a complex idea.
n.
One who couples; that which couples, as a link, ring, or shackle, to connect cars.
a.
Intricate; entangled; complicated; complex.
n.
One who compiles; esp., one who makes books by compilation.
a.
See Couple-close.
a.
One of the pairs of plates of two metals which compose a voltaic battery; -- called a voltaic couple or galvanic couple.